Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "27" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 97 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 95 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459914 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 11.021660 | 12.476641 | 11.185783 | 11.554669 | 8.762721 | 9.298252 | 7.208042 | 6.780571 | 0.0368 | 0.0412 | 0.0050 | nan | nan |
| 2459913 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 11.180321 | 12.431157 | 9.388751 | 9.870104 | 9.130970 | 9.287308 | 7.319971 | 3.198088 | 0.0357 | 0.0396 | 0.0048 | nan | nan |
| 2459912 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 9.345240 | 10.547636 | 8.308421 | 8.993132 | 8.763587 | 8.051737 | 2.449178 | 2.084494 | 0.0347 | 0.0391 | 0.0037 | nan | nan |
| 2459911 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 9.123839 | 9.946781 | 8.861420 | 9.373746 | 8.677943 | 7.403630 | 1.353559 | 0.614316 | 0.0329 | 0.0373 | 0.0040 | nan | nan |
| 2459910 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 9.214124 | 10.268239 | 8.828343 | 9.322362 | 8.837815 | 7.762423 | 1.268361 | 0.628741 | 0.0324 | 0.0368 | 0.0040 | nan | nan |
| 2459909 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 9.792057 | 10.657556 | 8.579835 | 9.108964 | 7.571213 | 6.372534 | 2.240787 | 1.324582 | 0.0320 | 0.0362 | 0.0040 | nan | nan |
| 2459908 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.166041 | 11.359317 | 8.252662 | 8.823299 | 6.449466 | 5.742962 | 2.621040 | 1.787478 | 0.0329 | 0.0375 | 0.0043 | nan | nan |
| 2459907 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.267496 | 11.466890 | 8.855019 | 9.481278 | 6.989580 | 6.233230 | 2.417900 | 1.829476 | 0.0356 | 0.0405 | 0.0049 | nan | nan |
| 2459906 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.142314 | 11.550807 | 9.339703 | 9.899271 | 8.071076 | 8.514249 | 2.754086 | 2.427538 | 0.0320 | 0.0367 | 0.0049 | nan | nan |
| 2459905 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 9.954942 | 10.716376 | 9.132832 | 9.567485 | 12.487285 | 13.513489 | 2.099581 | 1.421388 | 0.0309 | 0.0348 | 0.0042 | nan | nan |
| 2459904 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 9.514527 | 10.847497 | 10.001265 | 10.548749 | 9.112210 | 10.245355 | 4.693718 | 3.427552 | 0.0311 | 0.0354 | 0.0045 | nan | nan |
| 2459903 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.259875 | 11.527159 | 9.811121 | 10.310401 | 7.271477 | 7.946013 | 4.785770 | 3.722354 | 0.0316 | 0.0360 | 0.0047 | nan | nan |
| 2459902 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 11.732014 | 12.871236 | 10.334263 | 10.690382 | 7.926886 | 8.299919 | 2.581246 | 1.689264 | 0.0343 | 0.0387 | 0.0046 | nan | nan |
| 2459901 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 11.825633 | 13.027312 | 9.208897 | 9.717517 | 7.278014 | 7.289047 | 2.569880 | 1.954608 | 0.0366 | 0.0411 | 0.0048 | nan | nan |
| 2459900 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.729643 | 13.443399 | 9.677609 | 10.261509 | 9.225999 | 7.876621 | 2.398837 | 1.823300 | 0.0335 | 0.0381 | 0.0047 | nan | nan |
| 2459898 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 9.485339 | 10.846931 | 9.182903 | 9.730693 | 8.285359 | 9.343693 | 3.737157 | 2.878513 | 0.0328 | 0.0375 | 0.0051 | nan | nan |
| 2459897 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 9.192438 | 10.634915 | 9.204823 | 9.955516 | 9.550129 | 10.072616 | 3.423811 | 2.906070 | 0.0317 | 0.0356 | 0.0045 | nan | nan |
| 2459896 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 9.613195 | 10.762146 | 9.485279 | 10.026038 | 9.965371 | 10.965621 | 2.514390 | 1.816094 | 0.0325 | 0.0368 | 0.0047 | nan | nan |
| 2459895 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 11.893292 | 13.256310 | 12.315953 | 12.592950 | 10.313147 | 11.099606 | 6.125321 | 5.594657 | 0.0330 | 0.0367 | 0.0044 | nan | nan |
| 2459894 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.927041 | 12.572900 | 8.400131 | 9.054927 | 9.886269 | 10.569973 | 3.312180 | 2.339093 | 0.0335 | 0.0373 | 0.0041 | nan | nan |
| 2459893 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 11.355796 | 13.030773 | 8.953505 | 9.589987 | 8.182683 | 9.224261 | 4.522250 | 3.382243 | 0.0332 | 0.0377 | 0.0048 | nan | nan |
| 2459892 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 11.518862 | 12.802172 | 10.519699 | 11.108734 | 6.778550 | 7.161582 | 3.622376 | 2.485464 | 0.0362 | 0.0412 | 0.0052 | nan | nan |
| 2459891 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.244655 | 11.820144 | 10.313926 | 11.063135 | 8.531745 | 10.284394 | 2.781298 | 2.156535 | 0.0325 | 0.0373 | 0.0048 | nan | nan |
| 2459890 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.789078 | 11.980169 | 12.764647 | 13.195513 | 8.238791 | 9.149557 | 1.528622 | 0.761464 | 0.0318 | 0.0360 | 0.0043 | nan | nan |
| 2459889 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 12.065351 | 13.600295 | 9.905650 | 10.661620 | 11.145932 | 12.977859 | 4.499778 | 3.410342 | 0.0340 | 0.0388 | 0.0049 | nan | nan |
| 2459888 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.110384 | 11.354313 | 11.942487 | 12.414658 | 9.905820 | 11.781581 | 2.903911 | 2.628182 | 0.0336 | 0.0385 | 0.0049 | nan | nan |
| 2459887 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.795751 | 12.113581 | 12.092436 | 12.310925 | 7.440636 | 10.308091 | 2.343958 | 1.879501 | 0.0339 | 0.0386 | 0.0048 | nan | nan |
| 2459886 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 15.358327 | 16.537054 | 10.528615 | 10.830467 | 6.453503 | 8.086614 | 2.728793 | 2.162088 | 0.0369 | 0.0415 | 0.0047 | nan | nan |
| 2459885 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 18.792130 | 20.038047 | 61.943453 | 62.568348 | 14.079860 | 19.304722 | 17.083091 | 11.784836 | 0.0328 | 0.0371 | 0.0045 | nan | nan |
| 2459884 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.302135 | 11.372805 | 11.617892 | 12.046579 | 7.936628 | 9.828826 | 2.432357 | 1.618538 | 0.0320 | 0.0361 | 0.0047 | nan | nan |
| 2459883 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 14.649496 | 16.076763 | 56.036657 | 56.429273 | 7.912839 | 10.770802 | 7.081630 | 5.852039 | 0.0333 | 0.0377 | 0.0048 | nan | nan |
| 2459882 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 24.331899 | 26.127096 | 62.431367 | 63.385246 | 11.224834 | 15.200050 | 3.383645 | 2.594479 | 0.0346 | 0.0392 | 0.0049 | nan | nan |
| 2459881 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 13.670539 | 14.951524 | 71.318040 | 72.125314 | 22.086693 | 30.530178 | 10.373604 | 16.491416 | 0.0323 | 0.0374 | 0.0053 | nan | nan |
| 2459880 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 16.660850 | 18.182261 | 59.085587 | 59.295204 | 6.828102 | 9.210042 | 3.509144 | 2.133976 | 0.0321 | 0.0363 | 0.0044 | nan | nan |
| 2459879 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 8.610332 | 9.558395 | 10.407392 | 10.796323 | 1.399273 | 1.943859 | 3.281331 | 2.121880 | 0.0320 | 0.0370 | 0.0052 | nan | nan |
| 2459878 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 15.066285 | 16.248589 | 71.583207 | 71.739208 | 11.608195 | 15.703872 | 10.648204 | 7.667773 | 0.0346 | 0.0394 | 0.0049 | nan | nan |
| 2459876 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 17.115132 | 18.363346 | 51.464380 | 52.601544 | 29.851168 | 44.071616 | 9.242685 | 6.790639 | 0.0347 | 0.0395 | 0.0029 | nan | nan |
| 2459875 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 17.888178 | 19.612655 | 67.382785 | 68.293474 | 13.299165 | 20.664119 | 4.780793 | 9.037249 | 0.0339 | 0.0386 | 0.0029 | nan | nan |
| 2459874 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 25.453848 | 27.610930 | 35.136938 | 35.910771 | 18.180258 | 27.492813 | 6.883288 | 4.748040 | 0.0335 | 0.0382 | 0.0030 | nan | nan |
| 2459873 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 19.115791 | 20.503286 | 45.416372 | 46.346713 | 7.320063 | 11.220437 | 3.104200 | 2.391139 | 0.0347 | 0.0392 | 0.0026 | nan | nan |
| 2459872 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 16.656437 | 18.255533 | 58.209717 | 59.456149 | 20.196889 | 31.466069 | 4.558123 | 2.724159 | 0.0313 | 0.0351 | 0.0027 | nan | nan |
| 2459871 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 13.352441 | 14.943227 | 62.806353 | 63.562244 | 18.112785 | 26.027818 | 2.654846 | 1.437777 | 0.0323 | 0.0366 | 0.0027 | nan | nan |
| 2459870 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 22.692270 | 24.695852 | 47.307958 | 48.018061 | 10.675261 | 17.962272 | 6.216236 | 4.394597 | 0.0328 | 0.0374 | 0.0028 | nan | nan |
| 2459869 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459868 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 20.567864 | 22.716616 | 71.548779 | 72.234008 | 10.827541 | 17.146143 | 7.113676 | 4.419824 | 0.0330 | 0.0378 | 0.0032 | nan | nan |
| 2459867 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 14.287390 | 16.268004 | 56.171782 | 57.155996 | 5.785917 | 9.947092 | 4.874449 | 2.728143 | 0.0336 | 0.0384 | 0.0026 | nan | nan |
| 2459866 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 16.569230 | 18.538622 | 52.946047 | 54.072914 | 6.383088 | 11.092462 | 2.030676 | 0.996569 | 0.0364 | 0.0405 | 0.0023 | nan | nan |
| 2459865 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 18.146644 | 20.487109 | 64.267410 | 65.768370 | 15.674992 | 24.015627 | 15.624123 | 12.944328 | 0.0311 | 0.0353 | 0.0028 | nan | nan |
| 2459864 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 22.173891 | 25.335116 | 25.720811 | 26.875567 | 8.212510 | 13.407343 | 7.471831 | 5.236178 | 0.0321 | 0.0364 | 0.0027 | nan | nan |
| 2459863 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 13.289680 | 15.135765 | 8.135319 | 8.673051 | 2.993093 | 5.123289 | 3.384591 | 2.173018 | 0.0323 | 0.0368 | 0.0026 | nan | nan |
| 2459862 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459861 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.126242 | 11.399989 | 8.214404 | 8.919202 | 2.560982 | 3.246567 | 3.030764 | 1.809333 | 0.0317 | 0.0362 | 0.0027 | nan | nan |
| 2459860 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 11.203099 | 12.674631 | 24.698381 | 25.828504 | 14.636747 | 21.689875 | 2.772348 | 1.639251 | 0.0322 | 0.0368 | 0.0029 | nan | nan |
| 2459859 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 9.280548 | 10.724855 | 8.896546 | 9.601603 | 2.220640 | 2.821731 | 1.604861 | 0.899183 | 0.0331 | 0.0376 | 0.0028 | nan | nan |
| 2459858 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.050477 | 11.343802 | 9.197338 | 9.833530 | 2.312605 | 2.962749 | 3.052500 | 1.855558 | 0.0326 | 0.0369 | 0.0025 | 1.169155 | 1.168722 |
| 2459857 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 6.712056 | 6.873749 | 1.531775 | 1.321761 | 2.786467 | 1.963027 | 9.287358 | 6.511132 | 0.0246 | 0.0337 | 0.0019 | nan | nan |
| 2459856 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.058156 | 17.292991 | 23.239946 | 24.197006 | 6.625330 | 12.213832 | 4.307278 | 3.073892 | 0.0342 | 0.0373 | 0.0022 | 1.182401 | 1.180770 |
| 2459855 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.705515 | 16.930971 | 24.263714 | 25.006081 | 2.830816 | 4.301543 | 2.198011 | 1.275511 | 0.0333 | 0.0383 | 0.0027 | 1.188368 | 1.189827 |
| 2459854 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.767442 | 15.233307 | 18.597212 | 19.076985 | 3.908590 | 4.230887 | 3.853944 | 3.059565 | 0.0334 | 0.0388 | 0.0028 | 1.152920 | 1.154569 |
| 2459853 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.212253 | 15.176127 | 25.248663 | 26.476085 | 6.952807 | 10.938813 | 4.808046 | 3.236273 | 0.0345 | 0.0393 | 0.0029 | 1.144976 | 1.146116 |
| 2459852 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.021063 | 15.740823 | 26.019528 | 27.634721 | 15.599037 | 19.820341 | 16.795790 | 16.529423 | 0.0311 | 0.0343 | 0.0021 | 1.137551 | 1.136841 |
| 2459851 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.228462 | 20.579512 | 26.745315 | 29.618616 | 21.499591 | 43.587859 | 14.565824 | 20.798783 | 0.0400 | 0.0551 | 0.0096 | 1.163867 | 1.165284 |
| 2459850 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.546537 | 18.097178 | 23.132160 | 24.646587 | 10.286407 | 19.889373 | 8.066273 | 16.321466 | 0.0323 | 0.0395 | 0.0047 | 1.153546 | 1.153224 |
| 2459849 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.671984 | 16.478365 | 46.733403 | 48.761275 | 7.089812 | 12.941313 | 5.273014 | 5.611307 | 0.0335 | 0.0382 | 0.0031 | 1.161681 | 1.162895 |
| 2459848 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.306326 | 14.717083 | 29.978778 | 31.764530 | 14.383942 | 21.828349 | 3.947988 | 3.564457 | 0.0343 | 0.0392 | 0.0031 | 1.173852 | 1.172035 |
| 2459847 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.335704 | 17.095889 | 27.950564 | 29.952887 | 21.944350 | 28.349798 | 1.963570 | 1.107990 | 0.0310 | 0.0353 | 0.0027 | 1.173531 | 1.173221 |
| 2459846 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.004090 | 25.827178 | 33.907271 | 34.969813 | 21.584638 | 20.987600 | 5.503814 | 4.284333 | 0.0322 | 0.0364 | 0.0043 | 1.180922 | 1.168729 |
| 2459845 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.962860 | 18.824379 | 39.725526 | 41.055111 | 10.152963 | 16.619516 | 2.930332 | 1.500911 | 0.0381 | 0.0439 | 0.0037 | 1.174519 | 1.225737 |
| 2459844 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 14.141155 | 16.278850 | 6.579364 | 6.701280 | 2.851572 | 3.036631 | 12.691107 | 8.547926 | 0.0244 | 0.0402 | 0.0031 | nan | nan |
| 2459843 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.540563 | 18.774093 | 19.300034 | 20.280510 | 64.466762 | 71.101993 | 2.947827 | 2.102283 | 0.0338 | 0.0401 | 0.0039 | 1.240236 | 1.238062 |
| 2459842 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.285105 | 12.913068 | 8.925461 | 9.910797 | -0.002358 | -0.556612 | 1.565102 | 1.186498 | 0.0319 | 0.0371 | 0.0042 | 1.330050 | 1.312261 |
| 2459841 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 14.176609 | 16.670217 | 4.615826 | 4.621565 | 4.917992 | 5.364263 | 10.198939 | 7.635722 | 0.0245 | 0.0359 | 0.0035 | nan | nan |
| 2459840 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.396144 | 2.605048 | 0.025032 | -0.797913 | 3.519174 | 2.654022 | 9.372518 | 4.795947 | 0.0235 | 0.0242 | 0.0007 | nan | nan |
| 2459839 | RF_maintenance | 100.00% | - | - | - | - | - | 0.198574 | 0.742902 | -0.154074 | -0.947548 | 1.736907 | 0.638160 | 11.884398 | 5.857192 | nan | nan | nan | nan | nan |
| 2459838 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.332220 | 20.202762 | 22.511192 | 23.562570 | 19.904382 | 29.840797 | 3.433787 | 2.599711 | 0.0400 | 0.0447 | 0.0034 | 1.334371 | 1.336256 |
| 2459836 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0347 | 0.0356 | 0.0006 | nan | nan |
| 2459835 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.255009 | 2.476446 | 2.327024 | 2.612209 | 0.597191 | 0.596385 | 1.563059 | 0.106871 | 0.0343 | 0.0357 | 0.0006 | nan | nan |
| 2459833 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.771018 | 5.942544 | 3.321429 | 3.222468 | 4.853202 | 3.662200 | 12.015070 | 8.876617 | 0.0376 | 0.0396 | 0.0020 | nan | nan |
| 2459832 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 31.983481 | 35.228902 | 25.165381 | 26.003809 | 13.836966 | 11.574374 | 3.489348 | 1.912456 | 0.0366 | 0.0399 | 0.0021 | 1.206198 | 1.216741 |
| 2459831 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.348503 | 0.007238 | -0.302542 | -1.010644 | 1.488033 | 0.898940 | 7.974624 | 4.233333 | 0.0451 | 0.0483 | 0.0021 | nan | nan |
| 2459830 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 32.325830 | 34.343733 | 35.891200 | 36.981507 | 39.895369 | 35.942979 | 7.056712 | 4.775750 | 0.0370 | 0.0394 | 0.0022 | 1.315233 | 1.298765 |
| 2459829 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 29.717577 | 33.899539 | 29.288380 | 30.220037 | 28.785888 | 31.822004 | 9.946328 | 7.080164 | 0.0392 | 0.0432 | 0.0024 | 1.116852 | 1.112361 |
| 2459828 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 26.348217 | 28.808751 | 31.548592 | 32.333994 | 36.695343 | 33.153678 | 14.655764 | 11.852638 | 0.0388 | 0.0430 | 0.0029 | 1.280716 | 1.288200 |
| 2459827 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.422638 | 25.944644 | 35.551540 | 36.812062 | 24.645816 | 26.118563 | 1.862758 | 0.982565 | 0.0377 | 0.0412 | 0.0023 | 1.279685 | 1.282330 |
| 2459826 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.842043 | 26.194913 | 39.837316 | 40.659172 | 48.982357 | 45.024101 | 8.891619 | 7.124562 | 0.0390 | 0.0425 | 0.0023 | 1.339972 | 1.358363 |
| 2459825 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 27.657832 | 29.300466 | 31.717204 | 32.356343 | 27.707591 | 25.630320 | 1.634395 | 1.276432 | 0.0390 | 0.0436 | 0.0028 | 1.214378 | 1.192395 |
| 2459824 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.856355 | 19.879022 | 25.399366 | 26.286249 | 12.232212 | 20.017448 | 11.705316 | 10.428715 | 0.0357 | 0.0397 | 0.0024 | 1.132204 | 1.128737 |
| 2459823 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.674448 | 25.090014 | 47.289348 | 48.093592 | 34.417077 | 35.846334 | 31.159017 | 29.780164 | 0.0374 | 0.0408 | 0.0027 | 1.294258 | 1.306838 |
| 2459822 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.567127 | 26.643823 | 43.328030 | 44.257446 | 30.886411 | 29.495082 | 1.628701 | 0.828723 | 0.0396 | 0.0435 | 0.0023 | 1.226936 | 1.227375 |
| 2459821 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 26.929627 | 28.594501 | 44.468147 | 45.057191 | 27.900922 | 27.466158 | 1.384448 | 1.515821 | 0.0392 | 0.0431 | 0.0022 | 1.243437 | 1.251405 |
| 2459820 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 22.537327 | 25.310773 | 35.584683 | 36.804739 | 66.488348 | 68.781166 | 6.259777 | 5.203834 | 0.0422 | 0.0455 | 0.0022 | 1.228086 | 1.230825 |
| 2459817 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.375975 | 25.348799 | 43.114986 | 43.715518 | 36.435558 | 36.303545 | 3.815364 | 3.530491 | 0.0395 | 0.0441 | 0.0032 | 1.186933 | 1.193735 |
| 2459816 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.377470 | 20.581395 | 43.235765 | 44.489298 | 46.769307 | 45.276556 | 9.383095 | 7.384057 | 0.0398 | 0.0443 | 0.0029 | 1.244782 | 1.236372 |
| 2459815 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 22.860942 | 24.576314 | 47.088315 | 47.840239 | 47.677754 | 48.107964 | 12.413623 | 10.978550 | 0.0390 | 0.0444 | 0.0031 | 1.195399 | 1.204022 |
| 2459814 | RF_maintenance | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 12.476641 | 11.021660 | 12.476641 | 11.185783 | 11.554669 | 8.762721 | 9.298252 | 7.208042 | 6.780571 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 12.431157 | 12.431157 | 11.180321 | 9.870104 | 9.388751 | 9.287308 | 9.130970 | 3.198088 | 7.319971 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 10.547636 | 10.547636 | 9.345240 | 8.993132 | 8.308421 | 8.051737 | 8.763587 | 2.084494 | 2.449178 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 9.946781 | 9.946781 | 9.123839 | 9.373746 | 8.861420 | 7.403630 | 8.677943 | 0.614316 | 1.353559 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 10.268239 | 10.268239 | 9.214124 | 9.322362 | 8.828343 | 7.762423 | 8.837815 | 0.628741 | 1.268361 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 10.657556 | 10.657556 | 9.792057 | 9.108964 | 8.579835 | 6.372534 | 7.571213 | 1.324582 | 2.240787 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 11.359317 | 10.166041 | 11.359317 | 8.252662 | 8.823299 | 6.449466 | 5.742962 | 2.621040 | 1.787478 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 11.466890 | 11.466890 | 10.267496 | 9.481278 | 8.855019 | 6.233230 | 6.989580 | 1.829476 | 2.417900 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 11.550807 | 11.550807 | 10.142314 | 9.899271 | 9.339703 | 8.514249 | 8.071076 | 2.427538 | 2.754086 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Variability | 13.513489 | 10.716376 | 9.954942 | 9.567485 | 9.132832 | 13.513489 | 12.487285 | 1.421388 | 2.099581 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 10.847497 | 10.847497 | 9.514527 | 10.548749 | 10.001265 | 10.245355 | 9.112210 | 3.427552 | 4.693718 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 11.527159 | 11.527159 | 10.259875 | 10.310401 | 9.811121 | 7.946013 | 7.271477 | 3.722354 | 4.785770 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 12.871236 | 11.732014 | 12.871236 | 10.334263 | 10.690382 | 7.926886 | 8.299919 | 2.581246 | 1.689264 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 13.027312 | 11.825633 | 13.027312 | 9.208897 | 9.717517 | 7.278014 | 7.289047 | 2.569880 | 1.954608 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 13.443399 | 10.729643 | 13.443399 | 9.677609 | 10.261509 | 9.225999 | 7.876621 | 2.398837 | 1.823300 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 10.846931 | 10.846931 | 9.485339 | 9.730693 | 9.182903 | 9.343693 | 8.285359 | 2.878513 | 3.737157 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 10.634915 | 10.634915 | 9.192438 | 9.955516 | 9.204823 | 10.072616 | 9.550129 | 2.906070 | 3.423811 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Variability | 10.965621 | 10.762146 | 9.613195 | 10.026038 | 9.485279 | 10.965621 | 9.965371 | 1.816094 | 2.514390 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 13.256310 | 11.893292 | 13.256310 | 12.315953 | 12.592950 | 10.313147 | 11.099606 | 6.125321 | 5.594657 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 12.572900 | 12.572900 | 10.927041 | 9.054927 | 8.400131 | 10.569973 | 9.886269 | 2.339093 | 3.312180 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 13.030773 | 11.355796 | 13.030773 | 8.953505 | 9.589987 | 8.182683 | 9.224261 | 4.522250 | 3.382243 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 12.802172 | 12.802172 | 11.518862 | 11.108734 | 10.519699 | 7.161582 | 6.778550 | 2.485464 | 3.622376 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 11.820144 | 10.244655 | 11.820144 | 10.313926 | 11.063135 | 8.531745 | 10.284394 | 2.781298 | 2.156535 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 13.195513 | 11.980169 | 10.789078 | 13.195513 | 12.764647 | 9.149557 | 8.238791 | 0.761464 | 1.528622 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 13.600295 | 12.065351 | 13.600295 | 9.905650 | 10.661620 | 11.145932 | 12.977859 | 4.499778 | 3.410342 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 12.414658 | 11.354313 | 10.110384 | 12.414658 | 11.942487 | 11.781581 | 9.905820 | 2.628182 | 2.903911 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 12.310925 | 12.113581 | 10.795751 | 12.310925 | 12.092436 | 10.308091 | 7.440636 | 1.879501 | 2.343958 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 16.537054 | 15.358327 | 16.537054 | 10.528615 | 10.830467 | 6.453503 | 8.086614 | 2.728793 | 2.162088 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 62.568348 | 20.038047 | 18.792130 | 62.568348 | 61.943453 | 19.304722 | 14.079860 | 11.784836 | 17.083091 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 12.046579 | 11.372805 | 10.302135 | 12.046579 | 11.617892 | 9.828826 | 7.936628 | 1.618538 | 2.432357 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 56.429273 | 16.076763 | 14.649496 | 56.429273 | 56.036657 | 10.770802 | 7.912839 | 5.852039 | 7.081630 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 63.385246 | 26.127096 | 24.331899 | 63.385246 | 62.431367 | 15.200050 | 11.224834 | 2.594479 | 3.383645 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 72.125314 | 14.951524 | 13.670539 | 72.125314 | 71.318040 | 30.530178 | 22.086693 | 16.491416 | 10.373604 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 59.295204 | 18.182261 | 16.660850 | 59.295204 | 59.085587 | 9.210042 | 6.828102 | 2.133976 | 3.509144 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 10.796323 | 9.558395 | 8.610332 | 10.796323 | 10.407392 | 1.943859 | 1.399273 | 2.121880 | 3.281331 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 71.739208 | 16.248589 | 15.066285 | 71.739208 | 71.583207 | 15.703872 | 11.608195 | 7.667773 | 10.648204 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 52.601544 | 17.115132 | 18.363346 | 51.464380 | 52.601544 | 29.851168 | 44.071616 | 9.242685 | 6.790639 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 68.293474 | 17.888178 | 19.612655 | 67.382785 | 68.293474 | 13.299165 | 20.664119 | 4.780793 | 9.037249 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 35.910771 | 25.453848 | 27.610930 | 35.136938 | 35.910771 | 18.180258 | 27.492813 | 6.883288 | 4.748040 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 46.346713 | 19.115791 | 20.503286 | 45.416372 | 46.346713 | 7.320063 | 11.220437 | 3.104200 | 2.391139 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 59.456149 | 18.255533 | 16.656437 | 59.456149 | 58.209717 | 31.466069 | 20.196889 | 2.724159 | 4.558123 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 63.562244 | 14.943227 | 13.352441 | 63.562244 | 62.806353 | 26.027818 | 18.112785 | 1.437777 | 2.654846 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 48.018061 | 22.692270 | 24.695852 | 47.307958 | 48.018061 | 10.675261 | 17.962272 | 6.216236 | 4.394597 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 72.234008 | 20.567864 | 22.716616 | 71.548779 | 72.234008 | 10.827541 | 17.146143 | 7.113676 | 4.419824 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 57.155996 | 14.287390 | 16.268004 | 56.171782 | 57.155996 | 5.785917 | 9.947092 | 4.874449 | 2.728143 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 54.072914 | 18.538622 | 16.569230 | 54.072914 | 52.946047 | 11.092462 | 6.383088 | 0.996569 | 2.030676 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 65.768370 | 18.146644 | 20.487109 | 64.267410 | 65.768370 | 15.674992 | 24.015627 | 15.624123 | 12.944328 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 26.875567 | 25.335116 | 22.173891 | 26.875567 | 25.720811 | 13.407343 | 8.212510 | 5.236178 | 7.471831 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 15.135765 | 13.289680 | 15.135765 | 8.135319 | 8.673051 | 2.993093 | 5.123289 | 3.384591 | 2.173018 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 11.399989 | 11.399989 | 10.126242 | 8.919202 | 8.214404 | 3.246567 | 2.560982 | 1.809333 | 3.030764 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 25.828504 | 11.203099 | 12.674631 | 24.698381 | 25.828504 | 14.636747 | 21.689875 | 2.772348 | 1.639251 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 10.724855 | 9.280548 | 10.724855 | 8.896546 | 9.601603 | 2.220640 | 2.821731 | 1.604861 | 0.899183 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 11.343802 | 11.343802 | 10.050477 | 9.833530 | 9.197338 | 2.962749 | 2.312605 | 1.855558 | 3.052500 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Temporal Discontinuties | 9.287358 | 6.873749 | 6.712056 | 1.321761 | 1.531775 | 1.963027 | 2.786467 | 6.511132 | 9.287358 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 24.197006 | 15.058156 | 17.292991 | 23.239946 | 24.197006 | 6.625330 | 12.213832 | 4.307278 | 3.073892 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 25.006081 | 16.930971 | 15.705515 | 25.006081 | 24.263714 | 4.301543 | 2.830816 | 1.275511 | 2.198011 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 19.076985 | 15.233307 | 15.767442 | 19.076985 | 18.597212 | 4.230887 | 3.908590 | 3.059565 | 3.853944 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 26.476085 | 15.176127 | 13.212253 | 26.476085 | 25.248663 | 10.938813 | 6.952807 | 3.236273 | 4.808046 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 27.634721 | 13.021063 | 15.740823 | 26.019528 | 27.634721 | 15.599037 | 19.820341 | 16.795790 | 16.529423 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Variability | 43.587859 | 10.228462 | 20.579512 | 26.745315 | 29.618616 | 21.499591 | 43.587859 | 14.565824 | 20.798783 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 24.646587 | 12.546537 | 18.097178 | 23.132160 | 24.646587 | 10.286407 | 19.889373 | 8.066273 | 16.321466 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 48.761275 | 14.671984 | 16.478365 | 46.733403 | 48.761275 | 7.089812 | 12.941313 | 5.273014 | 5.611307 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 31.764530 | 14.717083 | 13.306326 | 31.764530 | 29.978778 | 21.828349 | 14.383942 | 3.564457 | 3.947988 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 29.952887 | 17.095889 | 15.335704 | 29.952887 | 27.950564 | 28.349798 | 21.944350 | 1.107990 | 1.963570 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 34.969813 | 25.004090 | 25.827178 | 33.907271 | 34.969813 | 21.584638 | 20.987600 | 5.503814 | 4.284333 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 41.055111 | 18.824379 | 16.962860 | 41.055111 | 39.725526 | 16.619516 | 10.152963 | 1.500911 | 2.930332 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 16.278850 | 14.141155 | 16.278850 | 6.579364 | 6.701280 | 2.851572 | 3.036631 | 12.691107 | 8.547926 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Variability | 71.101993 | 18.774093 | 17.540563 | 20.280510 | 19.300034 | 71.101993 | 64.466762 | 2.102283 | 2.947827 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 12.913068 | 10.285105 | 12.913068 | 8.925461 | 9.910797 | -0.002358 | -0.556612 | 1.565102 | 1.186498 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 16.670217 | 14.176609 | 16.670217 | 4.615826 | 4.621565 | 4.917992 | 5.364263 | 10.198939 | 7.635722 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Temporal Discontinuties | 9.372518 | 2.396144 | 2.605048 | 0.025032 | -0.797913 | 3.519174 | 2.654022 | 9.372518 | 4.795947 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Temporal Discontinuties | 11.884398 | 0.742902 | 0.198574 | -0.947548 | -0.154074 | 0.638160 | 1.736907 | 5.857192 | 11.884398 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Variability | 29.840797 | 20.202762 | 17.332220 | 23.562570 | 22.511192 | 29.840797 | 19.904382 | 2.599711 | 3.433787 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 2.612209 | 2.476446 | 2.255009 | 2.612209 | 2.327024 | 0.596385 | 0.597191 | 0.106871 | 1.563059 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Temporal Discontinuties | 12.015070 | 5.942544 | 5.771018 | 3.222468 | 3.321429 | 3.662200 | 4.853202 | 8.876617 | 12.015070 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 35.228902 | 31.983481 | 35.228902 | 25.165381 | 26.003809 | 13.836966 | 11.574374 | 3.489348 | 1.912456 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Temporal Discontinuties | 7.974624 | -0.348503 | 0.007238 | -0.302542 | -1.010644 | 1.488033 | 0.898940 | 7.974624 | 4.233333 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Temporal Variability | 39.895369 | 32.325830 | 34.343733 | 35.891200 | 36.981507 | 39.895369 | 35.942979 | 7.056712 | 4.775750 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | 33.899539 | 33.899539 | 29.717577 | 30.220037 | 29.288380 | 31.822004 | 28.785888 | 7.080164 | 9.946328 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Temporal Variability | 36.695343 | 28.808751 | 26.348217 | 32.333994 | 31.548592 | 33.153678 | 36.695343 | 11.852638 | 14.655764 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 36.812062 | 23.422638 | 25.944644 | 35.551540 | 36.812062 | 24.645816 | 26.118563 | 1.862758 | 0.982565 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Temporal Variability | 48.982357 | 26.194913 | 24.842043 | 40.659172 | 39.837316 | 45.024101 | 48.982357 | 7.124562 | 8.891619 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 32.356343 | 29.300466 | 27.657832 | 32.356343 | 31.717204 | 25.630320 | 27.707591 | 1.276432 | 1.634395 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 26.286249 | 15.856355 | 19.879022 | 25.399366 | 26.286249 | 12.232212 | 20.017448 | 11.705316 | 10.428715 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 48.093592 | 25.090014 | 24.674448 | 48.093592 | 47.289348 | 35.846334 | 34.417077 | 29.780164 | 31.159017 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 44.257446 | 25.567127 | 26.643823 | 43.328030 | 44.257446 | 30.886411 | 29.495082 | 1.628701 | 0.828723 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 45.057191 | 28.594501 | 26.929627 | 45.057191 | 44.468147 | 27.466158 | 27.900922 | 1.515821 | 1.384448 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Variability | 68.781166 | 22.537327 | 25.310773 | 35.584683 | 36.804739 | 66.488348 | 68.781166 | 6.259777 | 5.203834 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Power | 43.715518 | 23.375975 | 25.348799 | 43.114986 | 43.715518 | 36.435558 | 36.303545 | 3.815364 | 3.530491 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | ee Temporal Variability | 46.769307 | 20.581395 | 18.377470 | 44.489298 | 43.235765 | 45.276556 | 46.769307 | 7.384057 | 9.383095 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Temporal Variability | 48.107964 | 24.576314 | 22.860942 | 47.840239 | 47.088315 | 48.107964 | 47.677754 | 10.978550 | 12.413623 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27 | N01 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |